v0.53.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.
- README.md +73 -56
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README.md
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.
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| ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.
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| QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.
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| QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.
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| TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.
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For more device-specific assets and performance metrics, visit **[Video-MAE on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/video_mae)**.
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## Performance Summary
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| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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|---|---|---|---|---|---|---
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| Video-MAE | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile |
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| Video-MAE | ONNX | float | Snapdragon®
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| Video-MAE | ONNX | float | Snapdragon®
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| Video-MAE | ONNX | float | Snapdragon®
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| Video-MAE | ONNX | float |
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| Video-MAE | ONNX | float |
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| Video-MAE | ONNX | float |
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| Video-MAE | ONNX |
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| Video-MAE | ONNX |
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| Video-MAE | ONNX | w8a16 | Snapdragon®
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| Video-MAE | ONNX | w8a16 | Snapdragon® 8
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| Video-MAE | ONNX | w8a16 |
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| Video-MAE | ONNX | w8a16 |
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| Video-MAE | ONNX | w8a16 |
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| Video-MAE | ONNX | w8a16 |
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| Video-MAE | ONNX | w8a16 |
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| Video-MAE | ONNX | w8a16 |
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| Video-MAE |
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| Video-MAE |
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| Video-MAE |
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| Video-MAE |
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| Video-MAE |
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| Video-MAE | QNN_DLC | float |
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| Video-MAE | QNN_DLC | float |
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| Video-MAE | QNN_DLC | float |
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| Video-MAE | QNN_DLC | float |
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| Video-MAE | QNN_DLC | float |
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| Video-MAE | QNN_DLC | float |
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| Video-MAE | QNN_DLC | float |
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| Video-MAE | QNN_DLC |
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| Video-MAE | QNN_DLC |
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| Video-MAE | QNN_DLC |
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| Video-MAE | QNN_DLC |
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| Video-MAE | QNN_DLC |
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| Video-MAE | QNN_DLC |
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| Video-MAE | QNN_DLC |
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| Video-MAE | QNN_DLC |
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| Video-MAE | QNN_DLC |
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| Video-MAE | QNN_DLC | w8a16 |
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| Video-MAE | QNN_DLC | w8a16 | Snapdragon® 8 Elite
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| Video-MAE | QNN_DLC | w8a16 | Snapdragon®
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| Video-MAE |
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| Video-MAE |
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| Video-MAE |
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| Video-MAE |
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| Video-MAE |
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| Video-MAE |
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| Video-MAE |
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| Video-MAE |
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| Video-MAE |
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| Video-MAE |
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## License
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* The license for the original implementation of Video-MAE can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.53.0/video_mae-onnx-float.zip)
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| ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.53.0/video_mae-onnx-w8a16.zip)
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| QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.53.0/video_mae-qnn_dlc-float.zip)
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| QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.53.0/video_mae-qnn_dlc-w8a16.zip)
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| TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.53.0/video_mae-tflite-float.zip)
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For more device-specific assets and performance metrics, visit **[Video-MAE on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/video_mae)**.
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## Performance Summary
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| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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|---|---|---|---|---|---|---
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| Video-MAE | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 448.715 ms | 9 - 997 MB | NPU
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| Video-MAE | ONNX | float | Snapdragon® 8 Elite Mobile | 380.738 ms | 3 - 915 MB | NPU
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| Video-MAE | ONNX | float | Snapdragon® X2 Elite | 438.207 ms | 186 - 186 MB | NPU
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| Video-MAE | ONNX | float | Snapdragon® X Elite | 665.106 ms | 187 - 187 MB | NPU
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| Video-MAE | ONNX | float | Snapdragon® X Elite | 665.106 ms | 187 - 187 MB | NPU
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| Video-MAE | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 401.658 ms | 20 - 1209 MB | NPU
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| Video-MAE | ONNX | float | Qualcomm® QCS8550 (Proxy) | 632.18 ms | 0 - 220 MB | NPU
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| Video-MAE | ONNX | float | Qualcomm® QCS9075 | 686.02 ms | 9 - 21 MB | NPU
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| Video-MAE | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 380.738 ms | 3 - 915 MB | NPU
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| Video-MAE | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 318.12 ms | 5 - 1026 MB | NPU
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| Video-MAE | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 268.796 ms | 1 - 970 MB | NPU
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| Video-MAE | ONNX | w8a16 | Snapdragon® X2 Elite | 315.424 ms | 99 - 99 MB | NPU
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| Video-MAE | ONNX | w8a16 | Snapdragon® X Elite | 460.275 ms | 99 - 99 MB | NPU
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| Video-MAE | ONNX | w8a16 | Snapdragon® X Elite | 460.275 ms | 99 - 99 MB | NPU
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| Video-MAE | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 420.106 ms | 5 - 1368 MB | NPU
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| Video-MAE | ONNX | w8a16 | Qualcomm® QCS6490 | 9558.694 ms | 475 - 491 MB | CPU
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| Video-MAE | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 444.439 ms | 0 - 112 MB | NPU
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| Video-MAE | ONNX | w8a16 | Qualcomm® QCS9075 | 573.657 ms | 0 - 7 MB | NPU
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| Video-MAE | ONNX | w8a16 | Qualcomm® QCM6690 | 4761.175 ms | 439 - 450 MB | CPU
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| Video-MAE | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 268.796 ms | 1 - 970 MB | NPU
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| Video-MAE | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4610.601 ms | 481 - 494 MB | CPU
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| Video-MAE | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4610.601 ms | 481 - 494 MB | CPU
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| Video-MAE | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 329.469 ms | 9 - 722 MB | NPU
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| Video-MAE | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 261.13 ms | 9 - 750 MB | NPU
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| Video-MAE | QNN_DLC | float | Snapdragon® X2 Elite | 325.489 ms | 9 - 9 MB | NPU
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| Video-MAE | QNN_DLC | float | Snapdragon® X Elite | 459.949 ms | 9 - 9 MB | NPU
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| Video-MAE | QNN_DLC | float | Snapdragon® X Elite | 459.949 ms | 9 - 9 MB | NPU
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| Video-MAE | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 344.282 ms | 9 - 907 MB | NPU
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| Video-MAE | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1119.507 ms | 0 - 773 MB | NPU
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| Video-MAE | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 439.851 ms | 9 - 11 MB | NPU
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| Video-MAE | QNN_DLC | float | Qualcomm® SA8775P | 455.299 ms | 1 - 661 MB | NPU
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| Video-MAE | QNN_DLC | float | Qualcomm® SA8775P | 455.299 ms | 1 - 661 MB | NPU
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| Video-MAE | QNN_DLC | float | Qualcomm® SA8775P | 455.299 ms | 1 - 661 MB | NPU
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| Video-MAE | QNN_DLC | float | Qualcomm® QCS9075 | 487.037 ms | 9 - 20 MB | NPU
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| Video-MAE | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 545.485 ms | 9 - 850 MB | NPU
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| Video-MAE | QNN_DLC | float | Qualcomm® SA7255P | 1119.507 ms | 0 - 773 MB | NPU
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| Video-MAE | QNN_DLC | float | Qualcomm® SA8295P | 558.95 ms | 0 - 597 MB | NPU
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| Video-MAE | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 261.13 ms | 9 - 750 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 295.73 ms | 5 - 803 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 239.763 ms | 5 - 792 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 294.73 ms | 5 - 5 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Snapdragon® X Elite | 452.903 ms | 5 - 5 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Snapdragon® X Elite | 452.903 ms | 5 - 5 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 299.861 ms | 5 - 955 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 946.992 ms | 1 - 831 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 432.828 ms | 5 - 7 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Qualcomm® SA8775P | 441.17 ms | 1 - 807 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Qualcomm® SA8775P | 441.17 ms | 1 - 807 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Qualcomm® SA8775P | 441.17 ms | 1 - 807 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 415.886 ms | 1 - 7 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 2413.695 ms | 5 - 1311 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Qualcomm® SA7255P | 946.992 ms | 1 - 831 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 239.763 ms | 5 - 792 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 707.904 ms | 5 - 1070 MB | NPU
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| Video-MAE | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 707.904 ms | 5 - 1070 MB | NPU
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| Video-MAE | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 53.713 ms | 0 - 717 MB | NPU
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| Video-MAE | TFLITE | float | Snapdragon® 8 Elite Mobile | 64.725 ms | 0 - 711 MB | NPU
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| Video-MAE | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 92.991 ms | 0 - 965 MB | NPU
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| Video-MAE | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 416.588 ms | 0 - 724 MB | NPU
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| Video-MAE | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 125.384 ms | 0 - 4 MB | NPU
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| Video-MAE | TFLITE | float | Qualcomm® SA8775P | 148.248 ms | 0 - 712 MB | NPU
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| Video-MAE | TFLITE | float | Qualcomm® SA8775P | 148.248 ms | 0 - 712 MB | NPU
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| Video-MAE | TFLITE | float | Qualcomm® SA8775P | 148.248 ms | 0 - 712 MB | NPU
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| Video-MAE | TFLITE | float | Qualcomm® QCS9075 | 158.52 ms | 0 - 206 MB | NPU
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| Video-MAE | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 265.013 ms | 0 - 897 MB | NPU
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| Video-MAE | TFLITE | float | Qualcomm® SA7255P | 416.588 ms | 0 - 724 MB | NPU
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| Video-MAE | TFLITE | float | Qualcomm® SA8295P | 202.193 ms | 0 - 656 MB | NPU
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| Video-MAE | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 64.725 ms | 0 - 711 MB | NPU
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## License
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* The license for the original implementation of Video-MAE can be found
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release_assets.json
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{
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"version": "0.
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"precisions": {
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"
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"universal_assets": {
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"tflite": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327",
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"litert": "1.4.2"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.52.0/video_mae-tflite-float.zip"
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},
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"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.24.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.
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}
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"universal_assets": {
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"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.24.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.
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}
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}
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}
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{
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"version": "0.53.0",
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"precisions": {
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"w8a16": {
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"universal_assets": {
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"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.53.0/video_mae-qnn_dlc-w8a16.zip"
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.24.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.53.0/video_mae-onnx-w8a16.zip"
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}
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}
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},
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"float": {
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"universal_assets": {
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"tflite": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327",
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"litert": "1.4.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.53.0/video_mae-tflite-float.zip"
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},
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"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
|
| 33 |
},
|
| 34 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.53.0/video_mae-qnn_dlc-float.zip"
|
| 35 |
},
|
| 36 |
"onnx": {
|
| 37 |
"tool_versions": {
|
| 38 |
"qairt": "2.42.0.251225135753_193295",
|
| 39 |
"onnx_runtime": "1.24.3"
|
| 40 |
},
|
| 41 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.53.0/video_mae-onnx-float.zip"
|
| 42 |
}
|
| 43 |
}
|
| 44 |
}
|